From 173d8be180767f8631c41a6a47a4f90948ba33d8 Mon Sep 17 00:00:00 2001 From: Suha Sabi Hussain Date: Mon, 15 Mar 2021 14:41:26 -0400 Subject: [PATCH 1/2] Update README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 2ff5434..5a9af16 100644 --- a/README.md +++ b/README.md @@ -131,6 +131,7 @@ Reconstruction attacks cover also attacks known as *model inversion* and *attrib - [**MIDAS: Model Inversion Defenses Using an Approximate Memory System**](https://ieeexplore.ieee.org/abstract/document/9358254) (Xu et al., 2021) - [**KART: Privacy Leakage Framework of Language Models Pre-trained with Clinical Records**](https://arxiv.org/abs/2101.00036) (Nakamura et al., 2020) - [**Derivation of Constraints from Machine Learning Models and Applications to Security and Privacy**](https://hal.archives-ouvertes.fr/hal-03091740/) (Falaschi et al., 2021) +- [**On the (In)Feasibility of Attribute Inference Attacks on Machine Learning Models**](https://arxiv.org/abs/2103.07101) (Zhao et al., 2021) ## Property inference From 51f242ec2fc9285a2cf3b02c9c95c59920844208 Mon Sep 17 00:00:00 2001 From: Suha Sabi Hussain Date: Mon, 15 Mar 2021 14:50:06 -0400 Subject: [PATCH 2/2] Update README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 5a9af16..9636dbd 100644 --- a/README.md +++ b/README.md @@ -197,3 +197,4 @@ Reconstruction attacks cover also attacks known as *model inversion* and *attrib - [**Robust Membership Encoding: Inference Attacks and CopyrightProtection for Deep Learning**](https://arxiv.org/pdf/1909.12982.pdf) (Song and Shokri, 2020) - [**Quantifying Privacy Leakage in Graph Embedding**](https://arxiv.org/abs/2010.00906) (Duddu et al., 2020) - [**Quantifying and Mitigating Privacy Risks of Contrastive Learning**](https://arxiv.org/abs/2102.04140) (He and Zhang, 2021) +- [**Coded Machine Unlearning**](https://arxiv.org/abs/2012.15721) (Aldaghri et al., 2020)